[HTML][HTML] Never tell me the odds: Investigating pro-hoc explanations in medical decision making

F Cabitza, C Natali, L Famiglini, A Campagner… - Artificial intelligence in …, 2024 - Elsevier
This paper examines a kind of explainable AI, centered around what we term pro-hoc
explanations, that is a form of support that consists of offering alternative explanations (one …

Algorithmic Authority & AI Influence in Decision Settings: Theories and Implications for Design

A Facchini, C Fregosi, C Natali, A Termine… - Proceedings of the 12th …, 2024 - dl.acm.org
This workshop explores the influence of AI systems on human decision-making-algorithmic
authority-and the broader concept of technology dominance, which includes both positive …

[PDF][PDF] Answering the Call to Go Beyond Accuracy: An Online Tool for the Multidimensional Assessment of Decision Support Systems.

C Natali, A Campagner, F Cabitza - BIOSTEC (2), 2024 - scitepress.org
The research about, and use of, AI-based Decision Support Systems (DSS) has been
steadily increasing in the recent years: however, tools and techniques to validate and …

[PDF][PDF] A Frictional Design Approach: Towards Judicial AI and its Possible Applications

C Fregosi, F Cabitza - 2024 - ceur-ws.org
Decision support systems (DSS) are increasingly being integrated into high-stakes domains
like healthcare, law, and finance, where critical decisions have significant consequences …